#python

🔎 GPT Researcher

assafelovic

An autonomous agent that conducts deep research on any data using any LLM providers

🚀 Model Context Protocol (MCP) Curriculum for Beginners

microsoft

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable,

Mcp Agent

lastmile-ai

Build effective agents using Model Context Protocol and simple workflow patterns

MCP Gateway

IBM

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

npcpy

NPC-Worldwide

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

npcpy

cagostino

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

Golf

golf-mcp

Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents

JADX-MCP-SERVER (Part of Zin's Reverse Engineering MCP Suite)

zinja-coder

MCP server for JADX-AI Plugin

Open Multi-Agent Canvas

CopilotKit

The open-source multi-agent chat interface that lets you manage multiple agents in one dynamic conversation and add MCP servers for deep research

Web Agent Protocol

OTA-Tech-AI

🌐Web Agent Protocol (WAP) - Record and replay user interactions in the browser with MCP support

YouTube Transcript MCP Server

jkawamoto

MCP server retrieving transcripts of YouTube videos

MCP Gateway

lasso-security

A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents.

napi - Better Software Architecture for the AI Age

nanoapi-io

Software architecture tooling for the AI age

Strands Agents MCP Server

strands-agents

This MCP server provides documentation about Strands Agents to your GenAI tools, so you can use your favorite AI coding assistant to vibe-code Strands Agents.

Wazuh MCP Server

unmuktoai

AI-powered security operations for Wazuh SIEM—use any MCP-compatible client to ask security questions in plain English. Faster threat detection, incident triage, and compliance checks with real-time monitoring and anomaly spotting. Production-ready MCP server for conversational S

Zettelkasten MCP Server

entanglr

A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and synthesize atomic notes through Claude and other MCP-compatible clients.

mkinf SDK

mkinf-io

mkinf SDK to interact with mkinf hub MCP servers

Healthcare MCP Server

Cicatriiz

A Model Context Protocol (MCP) server providing AI assistants with access to healthcare data and medical information tools, including FDA drug info, PubMed, medRxiv, NCBI Bookshelf, clinical trials, ICD-10, DICOM metadata, and a medical calculator.

unreal-mcp

runreal

MCP server for Unreal Engine that uses Unreal Python Remote Execution

blender-open-mcp

dhakalnirajan

Open Models MCP for Blender Using Ollama

SQLite Explorer MCP Server

hannesrudolph

An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.

MCP Python Interpreter

yzfly

MCP Python Interpreter: run python code. Python-mcp-server, mcp-python-server, Code Executor

Oxylabs MCP Server

oxylabs

Official Oxylabs MCP integration

Code Runner Mcp

mcpc-tech

Build agentic-MCP servers by composing existing MCP tools.

✨ Lucidity MCP 🔍

hyperb1iss

AI-powered code quality analysis using MCP to help AI assistants review code more effectively. Analyze git changes for complexity, security issues, and more through structured prompts.

MarkItDown MCP Server

KorigamiK

A Model Context Protocol (MCP) server that converts various file formats to Markdown using the MarkItDown utility.

Bear MCP Server

jkawamoto

A MCP server for interacting with Bear note-taking software.

OpenAPI to Model Context Protocol (MCP)

gujord

The OpenAPI-MCP proxy translates OpenAPI specs into MCP tools, enabling AI agents to access external APIs without custom wrappers!

Gofannon

The-AI-Alliance

A web app for rapidly prototyping AI agents and the lightweight web UIs that wrap them—build flows, preview interactions, and share agent-driven experiences without lock-in.

🧠 Archive Agent

shredEngineer

Find your files with natural language and ask questions.

MCP server w/ Browser Use

JovaniPink

FastAPI server implementing MCP protocol Browser automation via browser-use library.

HMR Docs

promplate

Real hot-module reload for Python—side effects handled reactively. https://py3.online/hmr

MCP Auth Python SDK

mcp-auth

🔐 Plug-and-play auth for Python MCP servers.

💹 MCP YFinance Stock Server

Adity-star

Real-time stock API with Python, MCP server example, yfinance stock analysis dashboard

MCP SearXNG Enhanced Server

OvertliDS

Enhanced MCP server for SearXNG: category-aware web-search, web-scraping, and date/time retrieval.

Audacitymcp

xDarkzx

AudacityMCP connects any MCP-compatible AI assistant to [Audacity](https://www.audacityteam.org/), giving it full control over audio editing through 131 tools and 9 pipelines spanning effects, cleanup, mastering, and more. Talk to your AI assistant and it edits your audio in real

BeeMCP - A Bee MCP Server

OkGoDoIt

BeeMCP: an unofficial Model Context Protocol (MCP) server that connects your Bee wearable lifelogger to AI via the Model Context Protocol

Unreal Engine MCP Server for Claude Desktop

runeape-sats

pure python Unreal Engine MCP server

QDrant Loader

martin-papy

Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic ingestion from Confluence/JIRA/Git, intelligent file conversion (PDF/Office/images), and semantic search. Includes MCP server

MCP Sandbox

JohanLi233

Python sandboxes for llms

Okta Mcp Server

fctr-id

The Okta MCP Server is a groundbreaking tool built by the team at Fctr that enables AI models to interact directly with your Okta environment using the Model Context Protocol (MCP). Built specifically for IAM engineers, security teams, and Okta administrators, it implements the M

IoTDB MCP Server

apache

Apache IoTDB MCP Server

🔌 Itential - MCP Server

itential

🔌 Itential Platform MCP Server

Asterisk MCP Server

getAsterisk

Asterisk Model Context Protocol (MCP) server.

: The Fastest Way to Build MCP Servers

intellectronica

The easiest path to getting an MCP server going

Azure Terminal Copilot

madebygps

A Python-based Azure CLI assistant that provides natural language processing capabilities for Azure commands, leveraging Azure MCP Server.

Luma API MCP

lumalabs

Powered by Ray (video) and Photon (image) models by Luma AI

mcpx-py

dylibso

Python client library for https://mcp.run - call portable & secure tools for your AI Agents and Apps

ezmcp

jujumilk3

Easy-to-use MCP server framework specialized for SSE.

mcp-sentry: A Sentry MCP server

MCP-100

A Model Context Protocol server for retrieving and analyzing issues from Sentry.io

MCP Code Checker

MarcusJellinghaus

MCP server providing code quality checks (pylint and pytest) with smart LLM-friendly prompts for analysis and fixes. Enables Claude and other AI assistants to analyze your code and suggest improvements.

Image Generation MCP Server

sarthakkimtani

MCP server enabling Image Generation for LLMs, built in Python and integrated with Together AI.

MCP Code Checker

MarcusJellinghaus

MCP server providing code quality checks (pylint and pytest) with smart LLM-friendly prompts for analysis and fixes. Enables Claude and other AI assistants to analyze your code and suggest improvements.

MCP Server template for better AI Coding

sontallive

This template provides a streamlined foundation for building Model Context Protocol (MCP) servers in Python. It's designed to make AI-assisted development of MCP tools easier and more efficient.

Faostat Mcp

berba-q

MCP server that exposes the full FAOSTAT API as tools for AI assistants — query UNFAO Food & Agriculture Statistics in natural language via Claude, Cursor, or any MCP-compatible client.

md-pdf-mcp (Markdown to PDF MCP Server)

seanivore

Markdown To PDF Conversion MCP

NetworksDB-MCP

MorDavid

Fast MCP integration for NetworksDB API - Query IP addresses, organizations, ASNs, and DNS records using natural language through Model Context Protocol

TxtAI Assistant MCP

rmtech1

Model Context Protocol (MCP) server implementation for semantic vector search and memory management using TxtAI. This server provides a robust API for storing, retrieving, and managing text-based memories with semantic vector database search capabilities. You can use Claude and C

Unsplash Mcp

cevatkerim

An MCP server for Unsplash photo search with proper attribution built-in. Key differentiator: Returns ready-to-use attribution_text and attribution_html for each photo, making it trivial for LLMs to build content pages with properly credited images (as required by Unsplash API g